Abstract
The novel Fuzzy-PID dynamic buffer controller/tuner eliminates overflow at the user/server/application level adaptively. As a result it shortens the end-to-end roundtrip time (RTT) of a client/server TCP interaction due to improved fault tolerance. The Fuzzy-PID, which is independent of what occurs at the system/router level, is formed by combining fuzzy logic with the extant algorithmic model, the pure PID (P2ID) tuner. It eliminates the shortcomings from the P2ID component but preserves its power. Its operation is independent of the traffic pattern, and this makes it suitable for the Internet, where the traffic pattern switches suddenly, for example, from LRD (long-range dependence) to SRD (short-range dependence) or multi-fractal.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Ip, M.T.W., Lin, W.W.K., Wong, A.K.Y., Dillon, T.S., Wang, D.H.: An Adaptive Buffer Management Algorithm for Enhancing Dependability and Performance in Mobile-Object-Based Real-time Computing. In: Proc. of the IEEE ISORC 2001, Magdenburg, Germany, May 2001, pp. 138–144 (2001)
Wong, A.K.Y., Dillon, T.S.: A Fault-Tolerant Data Communication Setup to Improve Reliability and Performance for Internet-Based Distributed Applications. In: Proc. of the 1999 Pacific Rim International Symposium on Dependable Computing (PRDC 1999), Hong Kong (SAR), China, December 1999, pp. 268–275 (1999)
Wong, A.K.Y., Dillon, T.S., Lin, W.W.K., Ip, T.W.: M2RT: A Tool Developed for Predicting the Mean Message Response Time for Internet Channels. Journal of Computer Networks 36, 557–577 (2001)
Kramer, G.: Generator of Self-Similar Network Traffic, http://wwwcsif.cs.ucdavis.edu/~kramer/code/trf_gen2.html
Karagiannis, T., Faloutsos, M., Molle, M.: A User-friendly Self-similarity Analysis Tool. ACM SIGCOMM Computer Communication Review 33(3), 81–93 (2003), http://www.cs.ucr.edu/~tkarag/Selfis/Selfis.html
Tsybakov, B., Georganas, N.D.: Self-similar Processes in Communications Networks. IEEE Transactions on Information Theory 44(5), 1713–1725 (1998)
Resnick, S.I.: Heavy Tail Modeling and Teletraffic Data. The Annals of Statistics 25(5), 1805–1869 (1997)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lin, W.W.K., Wong, A.K.Y., Dillon, T.S. (2004). A Novel Fuzzy-PID Dynamic Buffer Tuning Model to Eliminate Overflow and Shorten the End-to-End Roundtrip Time for TCP Channels. In: Cao, J., Yang, L.T., Guo, M., Lau, F. (eds) Parallel and Distributed Processing and Applications. ISPA 2004. Lecture Notes in Computer Science, vol 3358. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30566-8_91
Download citation
DOI: https://doi.org/10.1007/978-3-540-30566-8_91
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24128-7
Online ISBN: 978-3-540-30566-8
eBook Packages: Computer ScienceComputer Science (R0)